Variance Regularizing Adversarial Learning

Karan Grewal, R Devon Hjelm, Yoshua Bengio

We introduce a novel approach for training adversarial models by replacing the discriminator score with a bi-modal Gaussian distribution over the real/fake indicator variables. In…